Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "190"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 190 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 220 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 215 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 190, Node 15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.302758 7.362039 8.498764 29.926689 4.761123 84.490984 9.797418 46.477619 0.6519 0.6254 0.2039 13.380566 9.345729
2459593 digital_ok 100.00% 7.02% 0.00% 0.00% 100.00% 0.00% 41.158671 32.606976 7.055424 7.959107 19.628251 32.232387 22.091069 62.852685 0.5437 0.5844 0.2099 4.302896 4.182555
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.373488 -1.058045 0.127279 0.757918 -1.059339 0.906105 -1.937767 0.015089 0.0307 0.0323 0.0028 nan nan
2459591 digital_ok 100.00% 13.51% 0.54% 0.00% 100.00% 0.00% 54.478736 42.640998 10.000903 9.271606 15.738869 22.490182 22.570188 59.788015 0.4821 0.5467 0.2885 2.621778 2.910611
2459590 digital_ok 100.00% 27.03% 34.05% 0.00% 100.00% 0.00% 57.737897 58.691697 9.160879 12.730075 25.614854 38.815015 38.966889 91.189759 0.4751 0.5030 0.2837 3.625499 3.459916
2459589 digital_ok 100.00% 23.23% 38.36% 0.00% 100.00% 0.00% 58.032076 59.251876 9.799003 14.244861 20.841790 28.896961 19.760236 23.013227 0.5156 0.4995 0.1510 3.934352 3.437394
2459588 digital_ok 100.00% 1.08% 35.12% 0.00% 100.00% 0.00% 32.164900 57.072959 9.121686 21.791330 18.712472 28.686446 16.257989 20.249040 0.5721 0.5117 0.1566 4.260539 3.102173
2459587 digital_ok 100.00% - - - 100.00% 0.00% 52.455943 82.245392 13.577435 29.764388 2.297025 4.250505 23.539934 34.853052 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 22.16% 48.65% 0.00% 100.00% 0.00% 34.856755 67.592542 1.339294 4.605700 8.018748 13.282831 34.181506 46.057688 0.5083 0.4608 0.2280 4.129361 4.727864
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.803704 -1.118183 -0.759810 0.620036 -0.807122 0.208616 -1.241245 0.253329 0.0325 0.0322 0.0009 0.000000 0.000000
2459584 digital_ok 100.00% 40.22% 25.81% 0.00% 100.00% 0.00% 69.063454 70.759268 9.933308 11.238188 18.606363 10.605186 15.356868 52.229619 0.4383 0.4652 0.2318 8.714254 5.623268
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 digital_ok 100.00% 56.22% 50.81% 0.00% 100.00% 0.00% 49.165555 68.104592 3.093306 5.284005 27.572303 28.404318 28.085346 52.550261 0.4620 0.4484 0.2185 2.968056 3.297037
2459581 digital_ok 100.00% 49.19% 51.89% 0.00% 100.00% 0.00% 70.795969 88.586983 3.764782 5.363370 14.536846 26.020011 24.045043 83.795865 0.4456 0.4602 0.2064 2.426530 2.094179
2459580 digital_ok 100.00% 36.74% 17.29% 0.00% 100.00% 0.00% 53.679915 53.779890 3.983248 3.878838 15.230097 18.902324 45.629881 99.438416 0.4538 0.5031 0.2457 3.815931 4.595274
2459579 digital_ok 100.00% 28.63% 57.27% 0.00% 100.00% 0.00% 50.049769 74.534006 3.821976 7.819222 27.781405 18.797476 24.124659 11.521420 0.4671 0.4352 0.2150 3.518032 3.036731
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.099758 -0.049468 -0.729732 -0.737691 -0.069726 -0.411844 -0.612961 0.015700 0.0335 0.0341 0.0012 nan nan
2459577 digital_ok 100.00% 25.97% 31.93% 0.00% 100.00% 0.00% 62.704705 70.029190 2.708216 3.881708 22.232431 21.008783 31.858882 108.610842 0.4668 0.4752 0.2028 3.473617 3.572570
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 100.00% 7.02% 8.64% 0.00% 100.00% 0.00% 46.886172 60.100170 2.079590 3.800897 10.275542 14.236007 4.516415 5.907815 0.5972 0.5774 0.1871 2.714267 2.395649
2459574 digital_ok 100.00% 23.81% 49.78% 0.00% 100.00% 0.00% 41.326208 65.029592 1.665838 4.642563 9.393395 18.356096 16.779002 36.292852 0.5007 0.4566 0.2178 3.421337 2.995380
2459573 digital_ok 100.00% 14.60% 36.24% 0.00% 100.00% 0.00% 47.515539 66.994442 3.879054 7.085654 25.998718 27.649009 13.851522 30.246570 0.4796 0.4713 0.2173 8.418577 4.468821
2459572 digital_ok 100.00% 4.32% 31.89% 0.00% 100.00% 0.00% 44.842758 69.515248 1.813270 4.824385 6.687177 9.844895 4.583905 12.080186 0.5065 0.4758 0.2161 4.249109 4.130334
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.080927 -0.090863 -0.678491 -0.767899 -0.793542 0.021906 -0.743622 0.019781 0.0355 0.0378 0.0024 nan nan
2459570 digital_ok 100.00% 25.41% 49.73% 0.00% 100.00% 0.00% 47.729819 85.007919 9.647538 14.472277 2.390790 2.424563 14.582806 31.207754 0.5230 0.4949 0.2327 0.000000 0.000000
2459569 digital_ok 100.00% 6.49% 22.73% 0.00% 100.00% 0.00% 36.342382 50.211282 1.590264 3.725829 9.397407 11.592114 8.457136 15.323210 0.6603 0.6299 0.1594 7.462619 6.654025
2459566 digital_ok 100.00% 2.16% 8.65% 0.00% 100.00% 0.00% 42.421613 42.260901 2.364919 2.853964 12.010175 18.481325 19.725970 32.272860 0.5204 0.5472 0.2864 0.000000 0.000000
2459565 digital_ok 0.00% - - - 93.33% 0.00% 1.074879 1.074879 0.972728 0.972728 0.664032 0.664032 0.146470 0.146470 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.799568 34.300243 0.977240 3.079046 1.605681 -0.996026 18.957458 21.645024 0.6524 0.5871 0.3838 4.569439 4.685107
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.853716 37.372817 2.477278 5.085869 9.359927 8.134918 27.660606 14.560019 0.6338 0.5881 0.3662 2.620464 2.232928
2459562 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.256340 21.798418 -0.074630 1.194398 4.907003 3.039137 26.869491 15.109590 0.6164 0.6105 0.3584 4.488699 4.311161
2459561 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.059822 27.745718 -0.365885 1.187311 1.547144 -1.115956 6.132674 4.586048 0.6356 0.5923 0.3523 4.293958 3.178742
2459560 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.010512 26.381914 0.104785 1.235008 -0.469087 -0.445072 7.819646 7.403806 0.6252 0.5810 0.3373 5.611675 4.858711
2459559 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.030217 31.341021 -0.362791 1.422249 -0.113634 -0.098076 17.705192 9.702952 0.6448 0.5842 0.3607 4.260682 4.963431
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.065226 25.513993 0.025184 1.242383 1.968967 13.735494 11.356742 77.196938 0.6544 0.6237 0.3886 7.331025 6.220409
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0313 0.0322 0.0012 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.940772 17.975002 -0.071977 1.089533 2.640239 12.876541 29.075265 156.683889 0.6396 0.6298 0.4014 7.364327 6.616494
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6467 0.6120 0.3846 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6474 0.6078 0.3824 nan nan
2459552 digital_ok 100.00% 1.62% 0.00% 0.00% 100.00% 0.00% 53.117678 45.009133 3.853172 3.435446 13.702906 17.076848 17.055957 57.291219 0.5333 0.5785 0.2741 1.830228 1.721080
2459551 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 28.486016 22.918928 1.192942 1.388675 -0.674959 -0.415740 8.702824 17.330061 0.5286 0.5952 0.2808 5.054237 5.298479
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0307 0.0323 0.0015 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 41.330050 34.913116 2.730830 2.450848 9.284872 6.962073 23.010109 15.981528 0.5266 0.5899 0.2787 3.943398 4.350835
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 53.038199 40.492220 6.559781 5.355983 0.344415 0.183494 20.264047 34.254996 0.5951 0.6724 0.2615 4.168802 5.029079
2459541 digital_ok 100.00% 1.34% 1.79% 0.00% 100.00% 0.00% 46.280318 37.877291 3.097026 3.516483 4.630423 5.305697 12.909569 10.294816 0.5953 0.6479 0.2392 2.157212 2.215270
2459540 digital_ok 100.00% 0.45% 0.00% 0.00% 100.00% 0.00% 33.591676 27.704426 0.330260 0.497314 8.412147 1.586323 27.638246 16.855536 0.6234 0.6581 0.2847 3.554497 3.857576
2459536 digital_ok 100.00% 5.93% 0.00% 0.00% 100.00% 0.00% 73.756010 50.212875 5.565429 3.422159 13.093836 12.753122 34.093090 37.096246 0.5455 0.6078 0.3248 0.000000 0.000000
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 21.819912 21.413497 0.275191 0.543936 10.017167 1.918929 45.071812 35.124887 0.6587 0.6877 0.3159 1.012566 1.023000
2459534 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.039583 25.391310 -0.142229 0.344117 8.870063 0.424580 62.242331 11.616784 0.6807 0.6597 0.3201 0.850991 0.852012
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 43.420633 44.876298 2.347235 2.870036 32.538631 10.508138 50.115836 28.052023 0.5862 0.6184 0.3425 1.685966 1.531727
2459530 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.193257 27.313471 -0.523877 0.751379 0.116468 -0.444490 20.455391 8.877824 0.6867 0.6196 0.3985 0.873731 0.871280
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.262629 -0.005829 -0.724152 -0.511116 0.427709 0.125097 -0.818246 -0.325052 0.0363 0.0392 0.0018 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.645524 16.576915 -0.464052 2.206870 1.136632 23.027488 1.658534 55.522976 0.9025 0.9407 0.1687 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.828529 45.865904 -0.227076 5.266897 1.833624 4.416179 12.740203 16.806118 0.8856 0.7683 0.2227 27.733945 29.812517
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.053666 23.140290 0.052666 5.651053 5.168803 10.922107 131.058267 194.903293 0.0645 0.0792 0.0060 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 190: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 91.122974 27.508827 46.831340 91.122974 12.454956 19.826860 8.617943 10.158782 65.485054

Antenna 190: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Discontinuties 114.745699 16.320050 33.031694 34.824308 5.206841 3.890334 2.050083 4.727050 114.745699

Antenna 190: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Discontinuties 107.395863 25.719402 52.765288 60.217659 9.595665 13.024449 19.090501 6.026788 107.395863

Antenna 190: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 76.558039 29.348718 53.488474 76.558039 10.004652 16.622066 17.977166 5.146134 32.218623

Antenna 190: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 45.481475 45.481475 38.402336 9.004867 10.955100 6.742043 4.217257 16.233193 6.373005

Antenna 190: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Shape 42.251015 38.390152 42.251015 5.145311 7.128419 8.265707 2.127157 24.336392 7.832869

Antenna 190: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 84.277493 45.746734 33.678006 7.650447 4.617566 6.529695 8.478342 84.277493 48.959282

Antenna 190: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Shape 86.482438 86.482438 55.140329 21.823132 12.472231 6.835644 6.028529 15.054063 6.810252

Antenna 190: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 47.554616 47.554616 31.547414 6.523752 6.238113 11.712400 2.863847 34.398199 9.554307

Antenna 190: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 52.768526 34.569997 52.768526 7.993473 8.480600 2.955014 4.722895 29.423970 46.326114

Antenna 190: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 79.216128 52.348936 43.157482 9.254112 11.313690 14.871802 22.733220 70.402816 79.216128

Antenna 190: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 19.807993 19.807993 17.705965 2.910620 3.914836 0.119814 4.159596 13.514424 14.000158

Antenna 190: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 112.081264 36.674304 35.649238 4.833764 6.546120 6.224228 21.655551 38.296734 112.081264

Antenna 190: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 34.510899 26.193268 23.403051 6.348818 4.534940 3.436924 1.398477 34.510899 22.021161

Antenna 190: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 242.822079 32.814531 58.062160 4.245388 8.890039 8.356438 36.567597 69.978299 242.822079

Antenna 190: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 308.351872 42.953871 35.491775 5.013441 6.346223 21.916868 30.235160 168.607495 308.351872

Antenna 190: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 50.738408 38.144653 40.247105 6.763581 4.651096 10.295205 4.749061 50.738408 27.450908

Antenna 190: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 398.835038 47.091807 27.439716 10.959256 10.164293 21.148129 71.390568 118.262086 398.835038

Antenna 190: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 258.669872 54.493231 70.268560 6.954155 10.562563 11.608898 28.853356 137.824548 258.669872

Antenna 190: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 50.210700 50.210700 29.693899 7.430348 7.056505 33.688793 27.934478 16.526124 10.125294

Antenna 190: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 0.674792 -0.544872 -0.412531 -0.778054 0.674792 0.229245 -0.035706 -0.497884 0.467420

Antenna 190: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 Not Found nn Power 1.058829 -0.083848 -0.510945 1.058829 0.005410 -0.951241 -1.078287 -0.180439 0.024113

Antenna 190: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 211.422575 61.544774 52.773308 9.201042 5.997263 37.967208 17.746586 211.422575 198.111404

Antenna 190: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 1.019030 -0.211631 -0.401449 -0.370326 1.019030 -0.533838 0.593126 0.178269 0.849925

Antenna 190: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 59.949244 59.949244 57.006348 22.446440 25.293245 10.486478 17.220279 42.725531 43.769109

Antenna 190: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 1.398815 -0.219252 -0.654862 -0.029991 1.398815 0.670695 0.071761 -0.400912 -0.009088

Antenna 190: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 1.384187 -0.005561 -0.028557 1.384187 -0.425860 0.819420 0.020222 0.224774 -0.096952

Antenna 190: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 2.560457 -0.370004 -0.192550 -0.283694 2.560457 0.723557 -0.019309 -0.411471 0.558100

Antenna 190: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 68.227332 68.227332 53.619890 19.554819 16.532879 14.993845 6.687643 48.592877 7.662063

Antenna 190: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Discontinuties 32.239851 19.614625 19.596076 4.569117 3.103701 1.471960 3.510111 8.656055 32.239851

Antenna 190: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Variability 0.438093 -0.898786 -0.674573 0.385375 -0.860716 -0.006102 0.438093 0.288528 -0.339582

Antenna 190: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.866102 -0.744181 -0.687292 0.265480 -0.958675 0.866102 -0.434954 0.141858 -0.369271

Antenna 190: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 0.787670 -0.247003 -0.612029 0.787670 -0.890937 0.644947 -0.105025 0.196800 -0.520399

Antenna 190: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Shape 81.997090 81.997090 74.520775 19.263051 13.782687 27.318474 27.360461 19.076416 27.270114

Antenna 190: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.780464 -0.685034 -0.481230 -0.913018 0.387369 -0.546572 0.780464 -0.395958 0.041727

Antenna 190: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.719709 -0.436256 -0.642292 0.606148 -0.713229 0.719709 0.248199 -0.025332 -0.688455

Antenna 190: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.554956 -0.445766 -0.585251 0.197341 -0.717164 0.554956 -0.008594 0.401828 -0.517706

Antenna 190: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.761892 -0.329615 -0.512146 0.600573 -0.690221 0.761892 0.548819 0.481988 -0.367121

Antenna 190: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 100.326859 52.864075 97.332819 14.307284 28.439792 8.512057 8.301187 66.503359 100.326859

Antenna 190: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Variability 1.071608 -0.433675 -0.619282 0.336824 -0.844796 0.076474 1.071608 0.329388 -0.422002

Antenna 190: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Variability 1.139548 -0.489477 -0.703076 -0.720492 0.871179 1.139548 -0.589811 -0.430953 0.377875

Antenna 190: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.504620 -0.436939 -0.625954 -0.705964 0.494607 0.405461 0.504620 -0.541114 0.436991

Antenna 190: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 0.487138 -0.591549 -0.577657 -0.740730 0.308609 -0.019082 0.084275 -0.534927 0.487138

Antenna 190: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Discontinuties 127.994858 40.790101 63.888052 10.487509 20.957200 14.657243 9.744090 127.994858 62.182687

Antenna 190: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.636721 -0.681872 -0.586740 0.535412 -0.681530 0.636721 -0.362145 0.192367 -0.531899

Antenna 190: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 53.974042 39.287965 24.675356 23.442139 14.455877 11.418608 4.874532 53.974042 26.761677

Antenna 190: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape -0.292830 -0.420017 -0.292830 -0.387531 -0.821526 -0.360630 -0.639403 -0.453890 -0.588898

Antenna 190: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape -0.140354 -0.337566 -0.140354 -0.759768 -0.757524 -0.601300 -0.544710 -0.412838 -0.628987

Antenna 190: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 140.061549 41.063969 53.802077 12.386727 37.448965 8.723292 93.927060 63.355182 140.061549

Antenna 190: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 0.491705 -0.868117 -0.814066 0.491705 0.329178 0.418470 0.345945 -0.362720 -0.371226

Antenna 190: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Variability 0.218072 -0.281497 -0.136988 -0.719419 -0.684076 0.218072 -0.834880 -0.433285 -0.588830

Antenna 190: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 0.937929 -0.779942 -0.349732 0.937929 -0.552866 0.111096 0.148712 0.493179 -0.439303

Antenna 190: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Power 0.979974 -0.950554 0.150150 0.979974 -1.010796 -0.401154 -0.367456 0.137085 -0.769446

Antenna 190: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 62.209422 62.209422 49.084919 6.019943 6.725515 18.066110 16.941404 25.859790 23.649696

Antenna 190: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Shape 40.827300 35.485502 40.827300 3.251034 1.799391 3.504303 23.096274 7.661751 38.802266

Antenna 190: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Discontinuties 15745.351704 5054.480204 5054.480204 4741.987017 4741.987017 3209.392784 3209.392784 15745.351704 15745.351704

Antenna 190: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 3592.018215 965.431610 965.431610 866.794570 866.794570 900.077520 900.077520 3592.018215 3592.018215

Antenna 190: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 N15 digital_ok ee Temporal Discontinuties 2400.310919 743.978890 743.978890 716.484417 716.484417 723.266384 723.266384 2400.310919 2400.310919

Antenna 190: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 N15 digital_ok nn Temporal Discontinuties 371.051664 66.192404 43.403259 13.341089 6.982889 9.795366 9.028016 371.051664 98.916665

Antenna 190: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 50.263062 31.668179 50.263062 9.744660 17.843429 14.269670 24.641890 16.061165 26.193647

Antenna 190: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Variability 71.115353 19.814414 24.343499 4.871848 11.013676 9.319070 71.115353 8.211536 64.913316

Antenna 190: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 71.681599 61.779293 71.681599 7.997361 13.256458 11.463557 4.681406 5.946357 2.937473

Antenna 190: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Shape 64.186576 64.186576 48.056154 8.474576 8.699422 16.147137 6.412159 48.655000 12.728122

Antenna 190: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 72.776037 28.971627 72.776037 2.425874 11.039134 10.219465 11.854646 68.307576 30.827394

Antenna 190: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 190: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 78.204157 70.325038 42.965865 10.415013 4.374628 17.805004 10.480438 78.204157 29.802339

Antenna 190: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 143.495164 66.125113 46.336736 7.987916 4.289290 30.320248 13.094747 143.495164 33.128925

Antenna 190: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 165.970395 52.270181 56.029088 5.956761 8.081754 16.849470 24.225767 50.109677 165.970395

Antenna 190: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 211.509933 78.524752 63.989751 14.407647 7.940270 37.852466 15.332787 211.509933 65.900922

Antenna 190: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 78.443417 53.719351 78.443417 5.241544 12.776929 29.436581 23.759305 72.533918 68.922722

Antenna 190: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 86.410807 83.168205 66.618502 12.649992 6.585993 18.907653 33.158909 86.410807 81.474360

Antenna 190: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 147.480818 49.390220 58.594644 8.413934 12.875598 12.250076 17.478031 101.794634 147.480818

Antenna 190: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 138.530798 57.993333 42.120383 10.800451 5.058323 30.790581 11.899049 138.530798 32.252117

Antenna 190: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 102.654978 37.994279 46.220306 6.127706 4.313964 22.996112 22.300116 102.654978 67.686786

Antenna 190: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 190: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Temporal Discontinuties 143.340698 47.136255 62.375346 9.854971 17.243160 17.289926 14.913772 143.340698 99.866813

Antenna 190: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 0.784536 -0.000701 0.672671 0.001728 0.066226 0.003728 -0.320023 -0.510318 0.784536

Antenna 190: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Temporal Discontinuties 209.067488 77.565042 53.421129 25.251385 11.468188 48.458477 36.924401 149.630387 209.067488

Antenna 190: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Temporal Variability 2.274994 -0.667165 0.099124 -0.016478 2.210633 2.274994 1.051602 -0.490515 1.307144

Antenna 190: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 132.709330 50.686428 42.423205 13.855414 9.488624 20.506944 10.822816 132.709330 41.648134

Antenna 190: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 91.205695 32.613677 24.389318 5.573221 9.474040 13.876706 27.286949 45.935570 91.205695

Antenna 190: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Temporal Discontinuties 67.168065 30.171146 18.253412 6.863268 1.751447 5.938278 8.991145 17.805249 67.168065

Antenna 190: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 45.763305 45.763305 43.329578 8.358277 6.128837 14.758626 8.415064 25.654250 17.084996

Antenna 190: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 53.654932 53.654932 53.275293 9.779414 6.197204 18.585597 18.466511 33.990942 50.284549

Antenna 190: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 190: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Power 2.536007 -0.333829 -0.036725 0.360091 2.536007 0.307038 0.668895 -0.703096 0.439803

Antenna 190: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 252.286344 60.592830 44.402067 9.471653 4.723407 27.286674 16.137663 252.286344 51.489297

Antenna 190: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Temporal Discontinuties 239.984880 59.755346 57.510141 7.642677 10.796250 20.076944 23.627037 92.634000 239.984880

Antenna 190: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Shape 66.003297 66.003297 53.982174 11.046834 12.040039 12.939757 14.053759 12.619270 15.515991

Antenna 190: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 48.727369 48.727369 40.159739 12.974485 9.220963 39.067278 28.207277 22.738464 19.675894

Antenna 190: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok nn Shape 65.418368 43.795006 65.418368 5.080668 12.032739 11.121130 13.170704 10.959958 16.021890

Antenna 190: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 190: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
190 15 digital_ok ee Temporal Variability 31035.140555 3.117209 3.117209 1034.679976 1034.679976 31035.140555 31035.140555 9.190581 9.190581